Scholar
Nick Whiteley
Google Scholar ID: aIZkk_oAAAAJ
University of Bristol
Topological and Geometric Data Analysis
Networks and Graphs
Uncertainty Dynamics
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Citations & Impact
All-time
Citations
930
H-index
15
i10-index
23
Publications
20
Co-authors
30
list available
Publications
7 items
Similarity search generalisation in contrastive learning with InfoNCE loss
2026
Cited
0
Uncovering Locally Low-dimensional Structure in Networks by Locally Optimal Spectral Embedding
2026
Cited
0
Bilateral Distribution Compression: Reducing Both Data Size and Dimensionality
2025
Cited
0
Generalisation and benign over-fitting for linear regression onto random functional covariates
2025
Cited
0
The Origins of Representation Manifolds in Large Language Models
2025
Cited
0
How high is `high'? Rethinking the roles of dimensionality in topological data analysis and manifold learning
2025
Cited
0
Conditional Distribution Compression via the Kernel Conditional Mean Embedding
2025
Cited
0
Co-authors
10 total
Simon Godsill
University of Cambridge
Adam M. Johansen
University of Warwick
Sumeetpal Sidhu Singh
Tibra Foundation Chair in Mathematical Sciences, School of Mathematics, University of Wollongong
Arnaud Doucet
Google DeepMind
Patrick Rubin-Delanchy
University of Edinburgh
Ajay Jasra
Professor of Data Science, The Chinese University of Hong Kong, Shenzhen
Nicolas Chopin
Professor of Statistics, ENSAE (Institut Polytechnique de Paris)
Dan Crisan
Professor of Mathematics, Imperial College London
